Machine Learning Mastery

OCTOBER 25, 2024

Are you a machine learning enthusiast looking to level up your skills? If so, contributing to open-source machine learning projects is one of the best ways to improve your coding skills.

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Machine Learning Mastery

SEPTEMBER 12, 2024

Choosing a machine learning (ML) library to learn and utilize is essential during the journey of mastering this enthralling discipline of AI. Understanding the strengths and limitations of popular libraries like Scikit-learn and TensorFlow is essential to choose the one that adapts to your needs.

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Machine Learning Machine Learning ML ML 266

Data Science Dojo

JULY 15, 2024

By understanding machine learning algorithms, you can appreciate the power of this technology and how it’s changing the world around you! Predict traffic jams by learning patterns in historical traffic data. Learn in detail about machine learning algorithms 2.

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KDnuggets

OCTOBER 24, 2024

To help you navigate this complex subject, we’ve compiled five free online courses that will give you a solid foundation in machine learning algorithms.

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Machine Learning Machine Learning Algorithm 264

KDnuggets

MAY 14, 2024

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

Machine Learning 372

Machine Learning Machine Learning 372

Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch.

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Machine Learning Mastery

SEPTEMBER 3, 2024

Since machine learning is also a trending topic that many people want to explore, the […] The post 10 Machine Learning Algorithms Explained Using Real-World Analogies appeared first on MachineLearningMastery.com. I was unable to understand and find their usage in the real world.

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Analytics Vidhya

JULY 12, 2024

Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. Adding machine learning techniques to […] The post No Code Machine Learning for Non-CS Background appeared first on Analytics Vidhya.

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Machine Learning Machine Learning Analytics Analytics 288

Machine Learning Mastery

SEPTEMBER 19, 2024

Building machine learning projects using real-world datasets is an effective way to apply what you’ve learned. Working with real-world datasets will help you learn a great deal about cleaning and analyzing messy data, handling class imbalance, and much more.

Machine Learning 252

Machine Learning Machine Learning 252

insideBIGDATA

MAY 17, 2024

In this contributed article, freelance writer Ainsley Lawrence briefly explores deploying machine learning models, showing you how to manage multiple models, establish robust monitoring protocols, and efficiently prepare to scale.

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Machine Learning Machine Learning Deep Learning Deep Learning 410

Machine Learning Mastery

AUGUST 26, 2024

As we progress through 2024, machine learning (ML) continues to evolve at a rapid pace. Python, with its rich ecosystem of libraries, remains at the forefront of ML development.

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Machine Learning Machine Learning Python ML 286

Analytics Vidhya

JULY 22, 2024

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. By highlighting the significant impact of these discoveries on current applications and […] The post 10 Must Read Machine Learning Research Papers appeared first on Analytics Vidhya.

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insideBIGDATA

MARCH 25, 2024

This article is excerpted from the book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment," by Eric Siegel, Ph.D., with permission from the publisher, MIT Press.

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Machine Learning Machine Learning Analytics Analytics 483

Analytics Vidhya

MAY 8, 2024

Introduction If I had to pick one platform that has single-handedly kept me up-to-date with the latest developments in data science and machine learning – it would be GitHub.

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Data Scientist Machine Learning Machine Learning Data Science 332

KDnuggets

SEPTEMBER 10, 2024

Learn about machine learning APIs for datasets, models, web applications, free GPUs, and text, audio, and image generation.

Machine Learning 294

Machine Learning Machine Learning 294

Machine Learning Mastery

SEPTEMBER 5, 2024

When training a machine learning model, you may sometimes work with datasets with a large number of features. This article covers useful tips for feature […] The post Tips for Effective Feature Selection in Machine Learning appeared first on MachineLearningMastery.com.

Machine Learning 223

Machine Learning Machine Learning 223

Machine Learning Mastery

SEPTEMBER 9, 2024

And this is where the power of machine learning comes into play. Machine learning offers a robust approach to identifying and even preventing […] The post Tips for Using Machine Learning in Fraud Detection appeared first on MachineLearningMastery.com.

Machine Learning 202

Machine Learning Machine Learning 202

Analytics Vidhya

SEPTEMBER 22, 2023

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated.

Machine Learning 346

Machine Learning Machine Learning Data Scientist ML 346

Machine Learning Mastery

JUNE 3, 2024

If you’re reading this article, I assume you already know what machine learning is. Anyway, moving on to our main discussion, I know there are a lot of […] The post 5 Free Machine Learning Courses from Top Universities appeared first on MachineLearningMastery.com.

Machine Learning 283

Machine Learning Machine Learning 283

Analytics Vidhya

MAY 7, 2024

Introduction Are you following the trend or genuinely interested in Machine Learning? Either way, you will need the right resources to TRUST, LEARN and SUCCEED. If you are unable to find the right Machine Learning resource in 2024? We are here to help.

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Machine Learning Machine Learning Analytics Analytics 299

KDnuggets

OCTOBER 25, 2023

Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.

Machine Learning 366

Machine Learning Machine Learning Computer Science Computer Science 366

KDnuggets

SEPTEMBER 15, 2023

This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

Machine Learning 267

Machine Learning Machine Learning 267

Analytics Vidhya

APRIL 25, 2024

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! Join us as we delve into the […] The post Implementing Query2Model: Simplifying Machine Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 26, 2024

Introduction In the field of machine learning, developing robust and accurate predictive models is a primary objective. Ensemble learning techniques excel at enhancing model performance, with bagging, short for bootstrap aggregating, playing a crucial role in reducing variance and improving model stability.

Machine Learning 246

Machine Learning Machine Learning Analytics Analytics 246

Machine Learning Mastery

JULY 25, 2024

It simplifies the process of training machine learning models. You don’t have to code for long hours or […] The post Introduction to AutoML: Automating Machine Learning Workflows appeared first on MachineLearningMastery.com.

Machine Learning 219

Machine Learning Machine Learning 219

Analytics Vidhya

JUNE 13, 2024

Introduction One of the toughest things about making powerful models in machine learning is fiddling with many levels. In this blog post, complete with code snippets, we’ll cover what this means and how to do […] The post Hyperparameter Optimization in Machine Learning Models appeared first on Analytics Vidhya.

Machine Learning 252

Machine Learning Machine Learning Analytics Analytics 252

Analytics Vidhya

MAY 17, 2024

Introduction Machine learning (ML) is rapidly transforming various industries. Companies leverage machine learning to analyze data, predict trends, and make informed decisions. Learning ML has become crucial for anyone interested in a data career. From healthcare to finance, its impact is profound.

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Machine Learning Machine Learning ML ML 280

Machine Learning Mastery

AUGUST 19, 2024

Learning by doing is the best way to master essential skills for becoming a machine learning engineer. In this blog, we will focus on advanced machine learning projects that will impact your resume and attract recruiters and hiring managers. Instead of just focusing on simple classification and regression models.

Machine Learning 249

Machine Learning Machine Learning 249

Machine Learning Mastery

JUNE 20, 2024

As a data professional, you should also know how to build predictive models with machine learning to solve business problems. And if you’re interested in machine learning, you’re probably also looking for the best resources to get going.

Machine Learning 257

Machine Learning Machine Learning 257

KDnuggets

MAY 16, 2022

This guide will help aspiring data scientists and machine learning engineers gain better knowledge and experience. I will list different types of machine learning algorithms, which can be used with both Python and R.

Machine Learning 400

Machine Learning Machine Learning Algorithm Data Scientist 400

Machine Learning Mastery

JULY 15, 2024

In machine learning projects, achieving optimal model performance requires paying attention to various steps in the training process. Once you have a solid grasp of the problem and data, […] The post Tips for Effectively Training Your Machine Learning Models appeared first on MachineLearningMastery.com.

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Machine Learning Machine Learning 240

Machine Learning Mastery

JULY 5, 2024

Feature engineering is an important step in the machine learning pipeline. It is the process of transforming data in its native format into meaningful features to help the machine learning model learn better from the data.

Machine Learning 219

Machine Learning Machine Learning Algorithm 219

KDnuggets

JUNE 7, 2024

Learn about the most popular machine learning models, understand how they work, and discover the best free courses to master them.

Machine Learning 334

Machine Learning Machine Learning 334

Analytics Vidhya

JUNE 18, 2024

Introduction This article will examine machine learning (ML) vs neural networks. Machine learning and Neural Networks are sometimes used synonymously. Even though neural networks are part of machine learning, they are not exactly synonymous with each other. appeared first on Analytics Vidhya.

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Machine Learning Machine Learning ML ML 262

Analytics Vidhya

OCTOBER 25, 2022

Introduction The phrase “machine learning” was invented by Arthur Samuel at IBM. Machine learning is a part of Artificial Intelligence. Machine learning is the process of learning from data and applying math to increase accuracy. There are four different types of machine learning.

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Machine Learning Mastery

SEPTEMBER 6, 2024

Artificial intelligence is not just altering the way we interact with technology; it’s reshaping the very foundations of machine learning. As we stand on the brink of innovative breakthroughs, understanding emerging AI technologies becomes essential to grasp their profound implications on future applications and industries.

Machine Learning 259

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 259

Machine Learning Mastery

AUGUST 6, 2024

If you’re familiar with machine learning, you know that the training process allows the model to learn the optimal values for the parameters—or model coefficients—that characterize it. But machine learning models also have a set of hyperparameters whose values you should specify when training the model.

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Machine Learning Machine Learning 206